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Grad-CAM

This is my Python script and I find classification issues in my CNN networks with it.

Grad-CAM algorithm is used for the CNN classification part of our agricultural sorter.

Here are some Grad-CAM outputs:

Mung bean defects:

2023-6-14-18-12-41DARHAM--~109_7-35-50-632--TOP_0--0

2023-6-14-18-12-41DARHAM--~109_7-38-22-665--TOP_0--0

2023-6-14-18-12-41DARHAM--~125_7-41-2-192--TOP_1--0

2023-6-14-18-12-41DARHAM--~155_7-52-5-201--TOP_1--0

2023-6-14-18-12-41DARHAM--~1029_8-14-3-894--TOP_0--0

Catalyst defects:

~2_12-2-1-522 TOP_CAM_2_image

~61_17-52-48-539 TOP_CAM_2_image

~116_15-34-27-141 TOP_CAM_0_image

~194_15-35-53-203 TOP_CAM_1_image

Black-eyed pea defects:

0--Accept--~34_13-26-47-668--DOWN_0

0--Accept--~105_13-26-48-748--DOWN_1

0--Accept--~105_13-26-48-748--TOP_1

0--Accept--~121_13-6-51-522--TOP_2

0--Accept--~129_13-26-48-904--DOWN_1

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This is my python script that I find classification issues in my CNN networks with it.

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